Mplus VERSION 8.4 (Mac)
MUTHEN & MUTHEN
01/31/2023  10:50 AM

INPUT INSTRUCTIONS

  TITLE:
    Exploratory/confirmatory factor analysis of the InDI-D ;

  DATA:
    FILE IS InDID_exploratory.dat ;

  VARIABLE:
    NAMES ARE
       InDID1 InDID2 InDID3 InDID4 InDID5
       InDID6 InDID7 InDID8 InDID9
       ;

    USEVARIABLES ARE
       InDID1 InDID2 InDID3 InDID4 InDID5
       InDID6 InDID7 InDID8 InDID9
       ;

    CATEGORICAL ARE
       InDID1 InDID2 InDID3 InDID4 InDID5
       InDID6 InDID7 InDID8 InDID9
       ;

    MISSING = . ;

  ANALYSIS:
    ESTIMATOR IS WLSMV ;
    ROTATION = GEOMIN ;
    !PARAMETERIZATION = DELTA ;

  MODEL:
    f1-f2 BY InDID1 InDID2 InDID3 InDID4 InDID5
       InDID6 InDID7 InDID8 InDID9 (*1)
       ;

  OUTPUT: modindices(all);
          stand(STDYX);
          !cinterval;
          !sampstat;
          !TECH1;
          !TECH8;
          !TECH10;



*** WARNING
  Data set contains cases with missing on all variables.
  These cases were not included in the analysis.
  Number of cases with missing on all variables:  2
   1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS




Exploratory/confirmatory factor analysis of the InDI-D ;

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1063

Number of dependent variables                                    9
Number of independent variables                                  0
Number of continuous latent variables                            2

Observed dependent variables

  Binary and ordered categorical (ordinal)
   INDID1      INDID2      INDID3      INDID4      INDID5      INDID6
   INDID7      INDID8      INDID9

Continuous latent variables

  EFA factors
  *1:   F1          F2


Estimator                                                    WLSMV
Rotation                                                    GEOMIN
Row standardization                                    CORRELATION
Type of rotation                                           OBLIQUE
Epsilon value                                               Varies
Maximum number of iterations                                  1000
Convergence criterion                                    0.500D-04
Maximum number of steepest descent iterations                   20
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03
Optimization Specifications for the Exploratory Factor Analysis
Rotation Algorithm
  Number of random starts                                       30
  Maximum number of iterations                               10000
  Derivative convergence criterion                       0.100D-04
Parameterization                                             DELTA
Link                                                        PROBIT

Input data file(s)
  InDID_exploratory.dat

Input data format  FREE


SUMMARY OF DATA

     Number of missing data patterns            11


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT


           Covariance Coverage
              INDID1        INDID2        INDID3        INDID4        INDID5
              ________      ________      ________      ________      ________
 INDID1         1.000
 INDID2         0.998         0.998
 INDID3         0.997         0.995         0.997
 INDID4         0.997         0.995         0.995         0.997
 INDID5         0.996         0.994         0.995         0.994         0.996
 INDID6         0.997         0.995         0.995         0.995         0.994
 INDID7         0.997         0.995         0.995         0.995         0.994
 INDID8         0.998         0.996         0.996         0.996         0.995
 INDID9         0.997         0.995         0.995         0.995         0.994


           Covariance Coverage
              INDID6        INDID7        INDID8        INDID9
              ________      ________      ________      ________
 INDID6         0.997
 INDID7         0.995         0.997
 INDID8         0.996         0.996         0.998
 INDID9         0.995         0.995         0.996         0.997


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    INDID1
      Category 1    0.314          334.000
      Category 2    0.352          374.000
      Category 3    0.183          195.000
      Category 4    0.151          160.000
    INDID2
      Category 1    0.463          491.000
      Category 2    0.283          300.000
      Category 3    0.176          187.000
      Category 4    0.078           83.000
    INDID3
      Category 1    0.414          439.000
      Category 2    0.325          344.000
      Category 3    0.155          164.000
      Category 4    0.107          113.000
    INDID4
      Category 1    0.599          635.000
      Category 2    0.222          235.000
      Category 3    0.113          120.000
      Category 4    0.066           70.000
    INDID5
      Category 1    0.550          582.000
      Category 2    0.263          279.000
      Category 3    0.122          129.000
      Category 4    0.065           69.000
    INDID6
      Category 1    0.538          570.000
      Category 2    0.256          271.000
      Category 3    0.122          129.000
      Category 4    0.085           90.000
    INDID7
      Category 1    0.517          548.000
      Category 2    0.276          293.000
      Category 3    0.118          125.000
      Category 4    0.089           94.000
    INDID8
      Category 1    0.432          458.000
      Category 2    0.313          332.000
      Category 3    0.163          173.000
      Category 4    0.092           98.000
    INDID9
      Category 1    0.463          491.000
      Category 2    0.271          287.000
      Category 3    0.163          173.000
      Category 4    0.103          109.000



THE MODEL ESTIMATION TERMINATED NORMALLY

     WARNING:  THE LATENT VARIABLE COVARIANCE MATRIX (PSI) IS NOT POSITIVE
     DEFINITE.  THIS COULD INDICATE A NEGATIVE VARIANCE/RESIDUAL VARIANCE FOR A
     LATENT VARIABLE, A CORRELATION GREATER OR EQUAL TO ONE BETWEEN TWO LATENT
     VARIABLES, OR A LINEAR DEPENDENCY AMONG MORE THAN TWO LATENT VARIABLES.
     CHECK THE TECH4 OUTPUT FOR MORE INFORMATION.
     PROBLEM INVOLVING VARIABLE INDID3.


     WARNING:  THE LATENT VARIABLE COVARIANCE MATRIX (PSI) IS NOT POSITIVE
     DEFINITE.  THIS COULD INDICATE A NEGATIVE VARIANCE/RESIDUAL VARIANCE FOR A
     LATENT VARIABLE, A CORRELATION GREATER OR EQUAL TO ONE BETWEEN TWO LATENT
     VARIABLES, OR A LINEAR DEPENDENCY AMONG MORE THAN TWO LATENT VARIABLES.
     CHECK THE TECH4 OUTPUT FOR MORE INFORMATION.
     PROBLEM INVOLVING VARIABLE INDID3.




MODEL FIT INFORMATION

Number of Free Parameters                       44

Chi-Square Test of Model Fit

          Value                             88.584*
          Degrees of Freedom                    19
          P-Value                           0.0000

*   The chi-square value for MLM, MLMV, MLR, ULSMV, WLSM and WLSMV cannot be used
    for chi-square difference testing in the regular way.  MLM, MLR and WLSM
    chi-square difference testing is described on the Mplus website.  MLMV, WLSMV,
    and ULSMV difference testing is done using the DIFFTEST option.

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.059
          90 Percent C.I.                    0.047  0.071
          Probability RMSEA <= .05           0.113

CFI/TLI

          CFI                                0.995
          TLI                                0.990

Chi-Square Test of Model Fit for the Baseline Model

          Value                          12997.943
          Degrees of Freedom                    36
          P-Value                           0.0000

SRMR (Standardized Root Mean Square Residual)

          Value                              0.016

Optimum Function Value for Weighted Least-Squares Estimator

          Value                     0.17415207D-01



MODEL RESULTS

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

 F1       BY
    INDID1             0.462      0.116      4.002      0.000
    INDID2             0.805      0.034     23.745      0.000
    INDID3             0.003      0.001      2.148      0.032
    INDID4             0.758      0.048     15.675      0.000
    INDID5             0.803      0.039     20.639      0.000
    INDID6             0.768      0.044     17.592      0.000
    INDID7             0.690      0.071      9.710      0.000
    INDID8             0.822      0.020     40.945      0.000
    INDID9             0.961      0.060     16.110      0.000

 F2       BY
    INDID1             0.335      0.120      2.784      0.005
    INDID2             0.011      0.038      0.294      0.768
    INDID3             1.027      0.087     11.856      0.000
    INDID4             0.041      0.053      0.763      0.445
    INDID5            -0.026      0.044     -0.594      0.552
    INDID6             0.032      0.049      0.645      0.519
    INDID7             0.172      0.075      2.292      0.022
    INDID8            -0.006      0.017     -0.360      0.719
    INDID9            -0.160      0.062     -2.577      0.010

 F2       WITH
    F1                 0.773      0.063     12.189      0.000

 Thresholds
    INDID1$1          -0.484      0.040    -12.062      0.000
    INDID1$2           0.429      0.040     10.791      0.000
    INDID1$3           1.034      0.047     22.037      0.000
    INDID2$1          -0.093      0.039     -2.425      0.015
    INDID2$2           0.660      0.042     15.843      0.000
    INDID2$3           1.417      0.056     25.125      0.000
    INDID3$1          -0.217      0.039     -5.586      0.000
    INDID3$2           0.639      0.041     15.406      0.000
    INDID3$3           1.245      0.052     24.142      0.000
    INDID4$1           0.251      0.039      6.444      0.000
    INDID4$2           0.918      0.045     20.398      0.000
    INDID4$3           1.506      0.059     25.342      0.000
    INDID5$1           0.125      0.039      3.226      0.001
    INDID5$2           0.889      0.045     19.940      0.000
    INDID5$3           1.513      0.060     25.340      0.000
    INDID6$1           0.095      0.039      2.457      0.014
    INDID6$2           0.818      0.044     18.782      0.000
    INDID6$3           1.373      0.055     24.931      0.000
    INDID7$1           0.043      0.039      1.106      0.269
    INDID7$2           0.818      0.044     18.782      0.000
    INDID7$3           1.349      0.054     24.813      0.000
    INDID8$1          -0.172      0.039     -4.449      0.000
    INDID8$2           0.658      0.042     15.784      0.000
    INDID8$3           1.326      0.054     24.701      0.000
    INDID9$1          -0.092      0.039     -2.395      0.017
    INDID9$2           0.625      0.041     15.109      0.000
    INDID9$3           1.266      0.052     24.297      0.000

 Variances
    F1                 1.000      0.000    999.000    999.000
    F2                 1.000      0.000    999.000    999.000


STANDARDIZED MODEL RESULTS


STDYX Standardization

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

 F1       BY
    INDID1             0.462      0.116      4.002      0.000
    INDID2             0.805      0.034     23.745      0.000
    INDID3             0.003      0.001      2.148      0.032
    INDID4             0.758      0.048     15.675      0.000
    INDID5             0.803      0.039     20.639      0.000
    INDID6             0.768      0.044     17.592      0.000
    INDID7             0.690      0.071      9.710      0.000
    INDID8             0.822      0.020     40.945      0.000
    INDID9             0.961      0.060     16.110      0.000

 F2       BY
    INDID1             0.335      0.120      2.784      0.005
    INDID2             0.011      0.038      0.294      0.768
    INDID3             1.027      0.087     11.856      0.000
    INDID4             0.041      0.053      0.763      0.445
    INDID5            -0.026      0.044     -0.594      0.552
    INDID6             0.032      0.049      0.645      0.519
    INDID7             0.172      0.075      2.292      0.022
    INDID8            -0.006      0.017     -0.360      0.719
    INDID9            -0.160      0.062     -2.577      0.010

 F2       WITH
    F1                 0.773      0.063     12.189      0.000

 Thresholds
    INDID1$1          -0.484      0.040    -12.062      0.000
    INDID1$2           0.429      0.040     10.791      0.000
    INDID1$3           1.034      0.047     22.037      0.000
    INDID2$1          -0.093      0.039     -2.425      0.015
    INDID2$2           0.660      0.042     15.843      0.000
    INDID2$3           1.417      0.056     25.125      0.000
    INDID3$1          -0.217      0.039     -5.586      0.000
    INDID3$2           0.639      0.041     15.406      0.000
    INDID3$3           1.245      0.052     24.142      0.000
    INDID4$1           0.251      0.039      6.444      0.000
    INDID4$2           0.918      0.045     20.398      0.000
    INDID4$3           1.506      0.059     25.342      0.000
    INDID5$1           0.125      0.039      3.226      0.001
    INDID5$2           0.889      0.045     19.940      0.000
    INDID5$3           1.513      0.060     25.340      0.000
    INDID6$1           0.095      0.039      2.457      0.014
    INDID6$2           0.818      0.044     18.782      0.000
    INDID6$3           1.373      0.055     24.931      0.000
    INDID7$1           0.043      0.039      1.106      0.269
    INDID7$2           0.818      0.044     18.782      0.000
    INDID7$3           1.349      0.054     24.813      0.000
    INDID8$1          -0.172      0.039     -4.449      0.000
    INDID8$2           0.658      0.042     15.784      0.000
    INDID8$3           1.326      0.054     24.701      0.000
    INDID9$1          -0.092      0.039     -2.395      0.017
    INDID9$2           0.625      0.041     15.109      0.000
    INDID9$3           1.266      0.052     24.297      0.000

 Variances
    F1                 1.000      0.000    999.000    999.000
    F2                 1.000      0.000    999.000    999.000


R-SQUARE

    Observed                                        Two-Tailed   Residual
    Variable        Estimate       S.E.  Est./S.E.    P-Value    Variance

    INDID1             0.566      0.031     18.149      0.000      0.434
    INDID2             0.661      0.022     29.742      0.000      0.339
    INDID3          Undefined   0.10599E+01                       -0.060
    INDID4             0.624      0.027     23.476      0.000      0.376
    INDID5             0.613      0.025     24.780      0.000      0.387
    INDID6             0.628      0.024     25.819      0.000      0.372
    INDID7             0.690      0.021     32.579      0.000      0.310
    INDID8             0.667      0.022     30.931      0.000      0.333
    INDID9             0.712      0.023     31.037      0.000      0.288


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.304E-03
       (ratio of smallest to largest eigenvalue)


MODEL MODIFICATION INDICES

Minimum M.I. value for printing the modification index    10.000

                                   M.I.     E.P.C.  Std E.P.C.  StdYX E.P.C.

ON Statements

INDID4   ON INDID5                21.114     0.080      0.080        0.080
INDID4   ON INDID9                12.468    -0.071     -0.071       -0.071
INDID5   ON INDID4                21.119     0.080      0.080        0.080
INDID8   ON INDID9                23.368     0.084      0.084        0.084
INDID9   ON INDID4                12.465    -0.071     -0.071       -0.071
INDID9   ON INDID8                23.371     0.084      0.084        0.084

WITH Statements

INDID5   WITH INDID4              21.114     0.080      0.080        0.210
INDID9   WITH INDID4              12.468    -0.071     -0.071       -0.215
INDID9   WITH INDID8              23.368     0.084      0.084        0.270


     Beginning Time:  10:50:40
        Ending Time:  10:50:40
       Elapsed Time:  00:00:00



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